- Chandra Business Friction Modernization (Talent, Cloud, AI, & Web3)
- Posts
- How to mitigate the top (70-90%) roadblock implementing Machine Learning\Artificial Intelligence by Chandra Gundlapalli
How to mitigate the top (70-90%) roadblock implementing Machine Learning\Artificial Intelligence by Chandra Gundlapalli
Machine Learning & Artificial Intelligence

Top Roadblock in Implementing Machine Learning\Artificial Intelligence - Datasets
70-90% of the challenges in implementing any Machine Learning\Artificial Intelligence is Technical debt. The top challenge is finding quality data and sample data, here are the top free & paid data sources which will help address this recurring challenge,
Kaggle - https://www.kaggle.com/datasets/
UCI Machine Learning - https://archive.ics.uci.edu/ml/datasets/
Amazon AWS - https://registry.opendata.aws/
Data Gov - https://catalog.data.gov/dataset
Quandl - https://demo.quandl.com/
Opendatasoft - https://data.opendatasoft.com/pages/home/
My TEAM and I found UCI & Kaggle to be on the top with realistic data.
References